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Index › IT › Products › AiSOC · November 2026 Edition

AI SOC agents · Named, not ranked

AiSOC

tryaisoc.com ↗

–Too few to rank

4/14Models named it

1First choices

0Warnings

November 2026 Edition · all company sizes counted.

Ranked inAI SOC agents #13 mid-market

What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. AiSOC has 2.

Why models recommend it

“Best overall budget option: AiSOC or Vigil SOC”GPT-5.4 mini · Budget-constrained question · first choice

“License: MIT (completely free) ... Self-hostable with no API keys needed”Kimi K2 · Budget-constrained question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as AiSOC, over the 5 answers that named it, and how often each was the first choice instead.

Product	Named together	Picked instead
Vigil SOC	4	2	View →
UnderDefense Agentic AI SOC	3	1	View →
CrowdStrike Charlotte AI	2	0	View →
Google Security Operations	2	0	View →
Microsoft Security Copilot	2	0	View →
Tines	2	0	View →
Torq AI SOC Platform	2	0	View →
Dropzone AI	1	1	View →
Helxon VORXOC	1	1	View →
Huntress Managed EDR	1	1	View →

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named AiSOC came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 5 of the 5 answers that named AiSOC and are not a share of its labels.

Domains cited

github.com5

underdefense.com3

cloud.google.com2

g2.com2

startupstash.com2

arahi.ai1

arxiv.org1

biztechmagazine.com1

botpenguin.com1

brilo.ai1

Nineteen of the nineteen domain citations in answers naming AiSOC came from a third party's page.

Pages cited

github.com/beenuar/AiSOC4

github.com/Vigil-SOC/vigil3

cloud.google.com/solutions/security/agentic-soc2

github.com/volod-k/agentic-ai-soc-knowledge-base/blob/main/research/how-to-evaluate-vendor2

startupstash.com/best-ai-soc-tools2

arahi.ai/blog/best-ai-agents-for-business1

arxiv.org/html/2604.20134v11

biztechmagazine.com/article/2026/05/how-can-ai-agents-support-lean-security-teams1

Pages are listed as the models cited them.

By model

How each model answered on AiSOC across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

Model	First choice	Alternative	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	1	0	1
Gemini 3.5 Flash	0	0	0
Perplexity Sonar	0	0	0
Grok 4.20	0	0	0
Mistral Small	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	0	1	1
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	0	0
GPT-6 Luna	0	0	0
Muse Glimmer 30B	0	0	0